DataFrame
NO COMPARISON TARGET
35064
ROWS
0
DUPLICATES
12.3 MB
RAM
42
FEATURES
2
CATEGORICAL
39
NUMERICAL
1
TEXT
2.0.4
Get updates, docs & report issues here
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
price actual
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
6,653
(19%)
MAX
117
95%
79
Q3
68
MEDIAN
58
AVG
58
Q1
49
5%
33
MIN
9
RANGE
107
IQR
18.7
STD
14.2
VAR
202
KURT.
0.470
SKEW
-0.324
SUM
2.0M
1
time
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
35,064
(100%)
1
0%
-
-
2017-05-31 04:00:00+00:00
1
0%
-
-
2016-04-02 11:00:00+00:00
1
0%
-
-
2015-11-08 08:00:00+00:00
1
0%
-
-
2016-08-05 14:00:00+00:00
1
0%
-
-
2016-06-12 19:00:00+00:00
1
0%
-
-
2015-04-22 19:00:00+00:00
1
0%
-
-
2017-08-12 18:00:00+00:00
35,057
99%
-
-
(Other)
2
generation biomass
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
442
(1%)
MAX
592
95%
543
Q3
433
AVG
384
MEDIAN
367
Q1
333
5%
248
MIN
0
RANGE
592
IQR
100
STD
85.3
VAR
7,284
KURT.
-0.284
SKEW
0.421
SUM
13.4M
3
generation fossil coal
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
8,118
(23%)
MAX
9,320
95%
8,150
Q3
6,504
MEDIAN
4,983
AVG
4,704
Q1
2,678
5%
1,162
MIN
0
RANGE
9,320
IQR
3,826
STD
2,246
VAR
5.0M
KURT.
-1.15
SKEW
-0.091
SUM
165.0M
4
generation fossil gas
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
8,315
(24%)
MAX
20,034
95%
10,259
Q3
6,429
AVG
5,623
MEDIAN
4,970
Q1
4,126
5%
3,348
MIN
0
RANGE
20,034
IQR
2,303
STD
2,202
VAR
4.8M
KURT.
3.19
SKEW
1.62
SUM
197.2M
5
generation fossil oil
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
340
(1%)
MAX
449
95%
396
Q3
330
MEDIAN
300
AVG
298
Q1
263
5%
213
MIN
0
RANGE
449
IQR
67.0
STD
52.5
VAR
2,759
KURT.
0.066
SKEW
0.064
SUM
10.5M
6
generation hydro pumped storage consumption
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
3,330
(9%)
MAX
4,523
95%
2,383
Q3
616
AVG
476
MEDIAN
68
Q1
0
5%
0
MIN
-83
RANGE
4,606
IQR
616
STD
792
VAR
628k
KURT.
4.19
SKEW
2.13
SUM
16.7M
7
generation hydro run-of-river and poundage
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
1,703
(5%)
MAX
2,000
95%
1,731
Q3
1,250
AVG
972
MEDIAN
906
Q1
637
5%
437
MIN
0
RANGE
2,000
IQR
613
STD
401
VAR
161k
KURT.
-0.720
SKEW
0.500
SUM
34.1M
8
generation hydro water reservoir
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
7,047
(20%)
MAX
9,728
95%
6,235
Q3
3,758
AVG
2,606
MEDIAN
2,165
Q1
1,078
5%
471
MIN
0
RANGE
9,728
IQR
2,680
STD
1,835
VAR
3.4M
KURT.
0.173
SKEW
0.897
SUM
91.4M
9
generation nuclear
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
2,405
(7%)
MAX
7,117
95%
7,106
Q3
7,025
MEDIAN
6,564
AVG
6,263
Q1
5,759
5%
5,017
MIN
0
RANGE
7,117
IQR
1,266
STD
840
VAR
706k
KURT.
-0.491
SKEW
-0.694
SUM
219.6M
10
generation other
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
121
(0%)
MAX
106
95%
90
Q3
80
AVG
60
MEDIAN
57
Q1
53
5%
14
MIN
0
RANGE
106
IQR
27.0
STD
20.2
VAR
410
KURT.
0.442
SKEW
-0.506
SUM
2.1M
11
generation other renewable
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
96
(0%)
MAX
119
95%
106
Q3
97
MEDIAN
88
AVG
86
Q1
73
5%
63
MIN
0
RANGE
119
IQR
24.0
STD
14.1
VAR
198
KURT.
-0.827
SKEW
-0.216
SUM
3.0M
12
generation solar
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
5,349
(15%)
MAX
5,792
95%
4,927
Q3
2,579
AVG
1,433
MEDIAN
616
Q1
71
5%
19
MIN
-72
RANGE
5,864
IQR
2,508
STD
1,680
VAR
2.8M
KURT.
-0.389
SKEW
1.02
SUM
50.2M
13
generation waste
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
281
(1%)
MAX
357
95%
331
Q3
310
MEDIAN
279
AVG
269
Q1
240
5%
167
MIN
0
RANGE
357
IQR
70.0
STD
50.2
VAR
2,521
KURT.
0.138
SKEW
-0.848
SUM
9.4M
14
generation wind onshore
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
11,483
(33%)
MAX
17,436
95%
11,875
Q3
7,400
AVG
5,465
MEDIAN
4,850
Q1
2,933
5%
1,350
MIN
0
RANGE
17,436
IQR
4,466
STD
3,214
VAR
10.3M
KURT.
0.056
SKEW
0.784
SUM
191.6M
15
total load actual
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
15,163
(43%)
MAX
41,015
95%
36,087
Q3
32,193
MEDIAN
28,902
AVG
28,698
Q1
24,808
5%
21,653
MIN
18,041
RANGE
22,974
IQR
7,385
STD
4,576
VAR
20.9M
KURT.
-0.915
SKEW
0.062
SUM
1.0B
16
temp_spain
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
22,121
(63%)
MAX
309.3
95%
302.4
Q3
295.1
AVG
289.7
MEDIAN
289.0
Q1
284.1
5%
278.7
MIN
271.9
RANGE
37.3
IQR
11.0
STD
7.25
VAR
52.6
KURT.
-0.691
SKEW
0.213
SUM
10.2M
17
pressure_ Barcelona
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
111
(0%)
MAX
1,039.0
95%
1,030.0
Q3
1,021.0
AVG
1,017.3
MEDIAN
1,017.0
Q1
1,014.0
5%
1,005.0
MIN
977.0
RANGE
62.0
IQR
7.00
STD
7.40
VAR
54.8
KURT.
1.47
SKEW
-0.417
SUM
35.7M
18
pressure_Madrid_Valencia
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
1,055
(3%)
MAX
1,040.5
95%
1,029.5
Q3
1,021.0
MEDIAN
1,017.0
AVG
1,013.8
Q1
1,012.2
5%
977.5
MIN
963.5
RANGE
77.0
IQR
8.82
STD
13.6
VAR
185
KURT.
3.06
SKEW
-1.77
SUM
35.5M
19
humidity_Madrid_Seville
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
181
(1%)
MAX
100.0
95%
93.5
Q3
81.0
MEDIAN
63.0
AVG
61.3
Q1
43.0
5%
23.0
MIN
10.0
RANGE
90.0
IQR
38.0
STD
22.5
VAR
506
KURT.
-1.04
SKEW
-0.237
SUM
2.1M
20
wind_speed_ Barcelona
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
16
(0%)
MAX
15.0
95%
6.0
Q3
4.0
AVG
2.8
MEDIAN
2.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
3.00
STD
2.00
VAR
3.98
KURT.
1.10
SKEW
0.937
SUM
97,574
21
wind_deg_ Barcelona
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
361
(1%)
MAX
360
95%
330
Q3
280
MEDIAN
210
AVG
188
Q1
100
5%
0
MIN
0
RANGE
360
IQR
180
STD
109
VAR
11,786
KURT.
-1.17
SKEW
-0.337
SUM
6.6M
22
rain_1h_ Barcelona
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
5
(0%)
23
weather_description_ Barcelona
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
31
(0%)
MAX
30.0
95%
23.0
Q3
23.0
MEDIAN
21.0
AVG
13.9
Q1
2.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
21.0
STD
9.81
VAR
96.3
KURT.
-1.73
SKEW
-0.328
SUM
487k
24
pressure_Bilbao
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
75
(0%)
MAX
1,042.0
95%
1,031.0
Q3
1,024.0
MEDIAN
1,019.0
AVG
1,017.5
Q1
1,013.0
5%
999.0
MIN
961.0
RANGE
81.0
IQR
11.0
STD
9.82
VAR
96.4
KURT.
1.96
SKEW
-1.01
SUM
35.7M
25
wind_speed_Bilbao
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
16
(0%)
MAX
15.0
95%
6.0
Q3
3.0
AVG
2.0
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
2.00
STD
1.87
VAR
3.50
KURT.
3.16
SKEW
1.58
SUM
68,666
26
wind_deg_Bilbao
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
361
(1%)
MAX
360
95%
340
Q3
290
AVG
160
MEDIAN
150
Q1
31
5%
0
MIN
0
RANGE
360
IQR
259
STD
123
VAR
15,095
KURT.
-1.42
SKEW
0.078
SUM
5.6M
27
rain_1h_Bilbao
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
4
(0%)
28
clouds_all_Bilbao
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
89
(0%)
MAX
100
95%
92
Q3
75
AVG
43
MEDIAN
40
Q1
6
5%
0
MIN
0
RANGE
100
IQR
69.0
STD
33.7
VAR
1,138
KURT.
-1.59
SKEW
-0.042
SUM
1.5M
29
weather_description_Bilbao
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
32
(0%)
MAX
31.0
95%
26.0
Q3
24.0
AVG
12.9
MEDIAN
11.0
Q1
2.0
5%
0.0
MIN
0.0
RANGE
31.0
IQR
22.0
STD
10.6
VAR
113
KURT.
-1.65
SKEW
0.047
SUM
454k
30
wind_speed_Madrid
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
18
(0%)
MAX
18.0
95%
6.0
Q3
3.0
AVG
2.4
MEDIAN
2.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
18.0
IQR
2.00
STD
1.97
VAR
3.89
KURT.
2.32
SKEW
1.41
SUM
85,339
31
wind_deg_Madrid
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
361
(1%)
MAX
360
95%
357
Q3
270
MEDIAN
190
AVG
173
Q1
50
5%
0
MIN
0
RANGE
360
IQR
220
STD
122
VAR
14,871
KURT.
-1.32
SKEW
-0.031
SUM
6.1M
32
clouds_all_Madrid
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
88
(0%)
MAX
100
95%
80
Q3
40
AVG
21
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
100
IQR
40.0
STD
29.7
VAR
880
KURT.
-0.054
SKEW
1.19
SUM
724k
33
weather_description_Madrid
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
30
(0%)
MAX
29.0
95%
23.0
Q3
23.0
MEDIAN
23.0
AVG
17.0
Q1
11.0
5%
0.0
MIN
0.0
RANGE
29.0
IQR
12.0
STD
8.91
VAR
79.3
KURT.
-0.694
SKEW
-1.04
SUM
595k
34
pressure_Seville
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
63
(0%)
MAX
1,048.0
95%
1,030.0
Q3
1,023.0
AVG
1,018.5
MEDIAN
1,018.0
Q1
1,014.0
5%
1,009.0
MIN
986.0
RANGE
62.0
IQR
9.00
STD
6.86
VAR
47.0
KURT.
0.590
SKEW
0.288
SUM
35.7M
35
wind_speed_Seville
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
16
(0%)
MAX
15.0
95%
6.0
Q3
3.0
AVG
2.5
MEDIAN
2.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
15.0
IQR
2.00
STD
1.87
VAR
3.49
KURT.
1.53
SKEW
1.11
SUM
87,054
36
wind_deg_Seville
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
361
(1%)
MAX
360
95%
320
Q3
230
MEDIAN
175
AVG
152
Q1
50
5%
0
MIN
0
RANGE
360
IQR
180
STD
104
VAR
10,884
KURT.
-1.30
SKEW
0.025
SUM
5.3M
37
clouds_all_Seville
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
83
(0%)
MAX
100
95%
75
Q3
20
AVG
14
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
100
IQR
20.0
STD
26.2
VAR
685
KURT.
2.00
SKEW
1.82
SUM
497k
38
weather_description_Seville
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
31
(0%)
MAX
30.0
95%
24.0
Q3
24.0
MEDIAN
24.0
AVG
19.2
Q1
16.0
5%
2.0
MIN
0.0
RANGE
30.0
IQR
8.00
STD
8.25
VAR
68.1
KURT.
0.269
SKEW
-1.40
SUM
675k
39
humidity_Valencia
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
92
(0%)
MAX
100.0
95%
93.0
Q3
82.0
MEDIAN
67.0
AVG
65.1
Q1
51.0
5%
30.0
MIN
8.0
RANGE
92.0
IQR
31.0
STD
19.7
VAR
387
KURT.
-0.758
SKEW
-0.294
SUM
2.3M
40
wind_speed_Valencia
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
32
(0%)
MAX
25.0
95%
7.0
Q3
4.0
AVG
2.7
MEDIAN
2.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
25.0
IQR
3.00
STD
2.40
VAR
5.78
KURT.
7.14
SKEW
1.98
SUM
94,000
41
wind_deg_Valencia
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
361
(1%)
MAX
360
95%
330
Q3
280
AVG
161
MEDIAN
130
Q1
50
5%
0
MIN
0
RANGE
360
IQR
230
STD
120
VAR
14,499
KURT.
-1.53
SKEW
0.034
SUM
5.6M
42
clouds_all_Valencia
VALUES:
35,064
(100%)
MISSING:
---
DISTINCT:
84
(0%)
MAX
100
95%
75
Q3
20
AVG
21
MEDIAN
20
Q1
0
5%
0
MIN
0
RANGE
100
IQR
20.0
STD
25.6
VAR
656
KURT.
0.755
SKEW
1.32
SUM
727k
price actual
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation fossil coal
0.46
generation fossil gas
0.46
total load actual
0.44
generation hydro pumped storage consumption
-0.43
generation fossil oil
0.29
generation other renewable
0.26
pressure_ Barcelona
0.25
wind_speed_Madrid
-0.25
generation wind onshore
-0.22
pressure_Bilbao
0.19
generation waste
0.17
wind_speed_Valencia
-0.15
wind_speed_Bilbao
-0.14
generation biomass
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.11
rain_1h_ Barcelona
0.08
MOST FREQUENT VALUES
56.85
24
0.1%
55.91
22
0.1%
56.71
22
0.1%
51.33
21
0.1%
57.09
21
0.1%
58.75
21
0.1%
52.35
21
0.1%
57.64
21
0.1%
54.5
20
0.1%
55.68
20
0.1%
55.23
20
0.1%
65.46
19
0.1%
53.68
19
0.1%
58.31
19
0.1%
54.05
19
0.1%
SMALLEST VALUES
9.33
1
0.0%
9.38
1
0.0%
9.69
1
0.0%
9.85
1
0.0%
10.07
1
0.0%
10.18
1
0.0%
10.66
1
0.0%
10.77
1
0.0%
11.04
1
0.0%
11.23
1
0.0%
11.44
1
0.0%
11.46
1
0.0%
11.57
1
0.0%
11.65
1
0.0%
11.69
1
0.0%
LARGEST VALUES
116.8
1
0.0%
112.81
1
0.0%
112.71
1
0.0%
111.1
1
0.0%
110.86
1
0.0%
110.63
1
0.0%
110.35
1
0.0%
110.19
1
0.0%
110.16
2
0.0%
109.85
1
0.0%
109.72
1
0.0%
109.36
1
0.0%
108.46
1
0.0%
107.49
2
0.0%
107.12
1
0.0%
Associations
[Only including dataset "DataFrame"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"] Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row). Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
price actual
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation fossil coal
0.46
generation fossil gas
0.46
total load actual
0.44
generation hydro pumped storage consumption
-0.43
generation fossil oil
0.29
generation other renewable
0.26
pressure_ Barcelona
0.25
wind_speed_Madrid
-0.25
generation wind onshore
-0.22
pressure_Bilbao
0.19
generation waste
0.17
wind_speed_Valencia
-0.15
wind_speed_Bilbao
-0.14
generation biomass
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.11
rain_1h_ Barcelona
0.08
MOST FREQUENT VALUES
56.85
24
0.1%
55.91
22
0.1%
56.71
22
0.1%
51.33
21
0.1%
57.09
21
0.1%
58.75
21
0.1%
52.35
21
0.1%
57.64
21
0.1%
54.5
20
0.1%
55.68
20
0.1%
55.23
20
0.1%
65.46
19
0.1%
53.68
19
0.1%
58.31
19
0.1%
54.05
19
0.1%
SMALLEST VALUES
9.33
1
0.0%
9.38
1
0.0%
9.69
1
0.0%
9.85
1
0.0%
10.07
1
0.0%
10.18
1
0.0%
10.66
1
0.0%
10.77
1
0.0%
11.04
1
0.0%
11.23
1
0.0%
11.44
1
0.0%
11.46
1
0.0%
11.57
1
0.0%
11.65
1
0.0%
11.69
1
0.0%
LARGEST VALUES
116.8
1
0.0%
112.81
1
0.0%
112.71
1
0.0%
111.1
1
0.0%
110.86
1
0.0%
110.63
1
0.0%
110.35
1
0.0%
110.19
1
0.0%
110.16
2
0.0%
109.85
1
0.0%
109.72
1
0.0%
109.36
1
0.0%
108.46
1
0.0%
107.49
2
0.0%
107.12
1
0.0%
time
MISSING:
---
1
0%
-
-
2017-05-31 04:00:00+00:00
1
0%
-
-
2016-04-02 11:00:00+00:00
1
0%
-
-
2015-11-08 08:00:00+00:00
1
0%
-
-
2016-08-05 14:00:00+00:00
1
0%
-
-
2016-06-12 19:00:00+00:00
1
0%
-
-
2015-04-22 19:00:00+00:00
1
0%
-
-
2017-08-12 18:00:00+00:00
1
0%
-
-
2015-05-01 18:00:00+00:00
1
0%
-
-
2015-12-05 05:00:00+00:00
1
0%
-
-
2017-11-19 07:00:00+00:00
1
0%
-
-
2016-06-23 03:00:00+00:00
1
0%
-
-
2018-03-09 07:00:00+00:00
1
0%
-
-
2018-03-14 17:00:00+00:00
1
0%
-
-
2016-03-21 08:00:00+00:00
1
0%
-
-
2018-03-27 04:00:00+00:00
1
0%
-
-
2015-12-14 04:00:00+00:00
1
0%
-
-
2016-12-29 08:00:00+00:00
1
0%
-
-
2016-04-06 05:00:00+00:00
1
0%
-
-
2018-05-28 18:00:00+00:00
1
0%
-
-
2018-06-22 23:00:00+00:00
1
0%
-
-
2015-10-30 09:00:00+00:00
1
0%
-
-
2018-08-13 15:00:00+00:00
1
0%
-
-
2018-07-29 03:00:00+00:00
1
0%
-
-
2015-03-26 22:00:00+00:00
1
0%
-
-
2017-07-07 22:00:00+00:00
1
0%
-
-
2018-07-06 02:00:00+00:00
1
0%
-
-
2015-03-17 23:00:00+00:00
1
0%
-
-
2017-12-24 15:00:00+00:00
1
0%
-
-
2015-10-03 12:00:00+00:00
1
0%
-
-
2016-11-23 12:00:00+00:00
1
0%
-
-
2018-05-08 18:00:00+00:00
1
0%
-
-
2015-09-24 13:00:00+00:00
1
0%
-
-
2018-01-05 13:00:00+00:00
1
0%
-
-
2018-01-09 13:00:00+00:00
1
0%
-
-
2016-06-10 19:00:00+00:00
1
0%
-
-
2018-04-11 10:00:00+00:00
1
0%
-
-
2017-02-17 21:00:00+00:00
1
0%
-
-
2016-02-23 20:00:00+00:00
1
0%
-
-
2016-06-01 22:00:00+00:00
1
0%
-
-
2017-04-02 20:00:00+00:00
1
0%
-
-
2016-02-14 21:00:00+00:00
1
0%
-
-
2017-04-06 21:00:00+00:00
1
0%
-
-
2018-09-19 17:00:00+00:00
1
0%
-
-
2017-12-20 16:00:00+00:00
1
0%
-
-
2017-03-23 07:00:00+00:00
1
0%
-
-
2015-07-12 10:00:00+00:00
1
0%
-
-
2018-12-14 10:00:00+00:00
1
0%
-
-
2018-12-09 22:00:00+00:00
1
0%
-
-
2015-07-03 11:00:00+00:00
1
0%
-
-
2017-10-14 11:00:00+00:00
1
0%
-
-
2018-07-20 16:00:00+00:00
1
0%
-
-
2018-07-09 22:00:00+00:00
1
0%
-
-
2016-07-18 15:00:00+00:00
1
0%
-
-
2017-11-16 22:00:00+00:00
1
0%
-
-
2018-08-25 02:00:00+00:00
1
0%
-
-
2016-01-19 00:00:00+00:00
1
0%
-
-
2018-05-02 00:00:00+00:00
1
0%
-
-
2018-03-19 04:00:00+00:00
1
0%
-
-
2016-01-10 01:00:00+00:00
1
0%
-
-
2017-01-14 20:00:00+00:00
35,004
99%
-
-
(Other)
generation biomass
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation other
0.66
generation other renewable
-0.56
generation fossil oil
0.46
generation fossil coal
0.42
generation waste
-0.35
generation hydro run-of-river and poundage
-0.28
pressure_Bilbao
0.16
price actual
0.14
pressure_Seville
0.13
pressure_ Barcelona
0.12
pressure_Madrid_Valencia
-0.10
wind_deg_ Barcelona
0.10
wind_speed_ Barcelona
0.09
wind_speed_Bilbao
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.13
rain_1h_ Barcelona
0.07
MOST FREQUENT VALUES
361.0
321
0.9%
362.0
318
0.9%
351.0
310
0.9%
359.0
305
0.9%
358.0
305
0.9%
357.0
300
0.9%
352.0
296
0.8%
367.0
296
0.8%
381.0
295
0.8%
356.0
294
0.8%
360.0
290
0.8%
365.0
285
0.8%
369.0
283
0.8%
355.0
282
0.8%
353.0
281
0.8%
SMALLEST VALUES
0.0
4
0.0%
101.0
1
0.0%
167.0
1
0.0%
168.0
1
0.0%
173.0
2
0.0%
174.0
1
0.0%
175.0
1
0.0%
176.0
4
0.0%
177.0
1
0.0%
178.0
4
0.0%
179.0
6
0.0%
180.0
7
0.0%
181.0
5
0.0%
182.0
8
0.0%
183.0
5
0.0%
LARGEST VALUES
592.0
2
0.0%
591.0
2
0.0%
590.0
3
0.0%
589.0
1
0.0%
588.0
2
0.0%
587.0
3
0.0%
586.0
11
0.0%
585.0
6
0.0%
584.0
11
0.0%
583.0
10
0.0%
582.0
7
0.0%
581.0
8
0.0%
580.0
15
0.0%
579.0
15
0.0%
578.0
13
0.0%
generation fossil coal
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation fossil gas
0.55
generation hydro run-of-river and poundage
-0.52
price actual
0.46
generation wind onshore
-0.45
generation fossil oil
0.43
generation biomass
0.42
generation hydro pumped storage consumption
-0.41
total load actual
0.39
generation other
0.25
generation waste
0.19
pressure_ Barcelona
0.19
generation hydro water reservoir
-0.17
wind_speed_Madrid
-0.15
wind_speed_Valencia
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.09
rain_1h_ Barcelona
0.08
MOST FREQUENT VALUES
5593.0
15
0.0%
5364.0
15
0.0%
5989.0
15
0.0%
5879.0
15
0.0%
1156.0
14
0.0%
6105.0
14
0.0%
6000.0
14
0.0%
6678.0
14
0.0%
5975.0
14
0.0%
6784.0
14
0.0%
6031.0
14
0.0%
5956.0
14
0.0%
3864.0
14
0.0%
5901.0
14
0.0%
6476.0
14
0.0%
SMALLEST VALUES
0.0
3
0.0%
576.0
1
0.0%
593.0
1
0.0%
594.0
1
0.0%
596.0
2
0.0%
598.0
1
0.0%
601.0
1
0.0%
606.0
1
0.0%
609.0
1
0.0%
610.0
2
0.0%
611.0
1
0.0%
612.0
1
0.0%
615.0
2
0.0%
619.0
1
0.0%
622.0
1
0.0%
LARGEST VALUES
9320.0
1
0.0%
9294.0
1
0.0%
9247.0
1
0.0%
9244.0
1
0.0%
9238.0
1
0.0%
9234.0
2
0.0%
9219.0
1
0.0%
9215.0
2
0.0%
9212.0
1
0.0%
9211.0
1
0.0%
9210.0
1
0.0%
9202.0
2
0.0%
9199.0
1
0.0%
9183.0
1
0.0%
9173.0
1
0.0%
generation fossil gas
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation fossil coal
0.55
total load actual
0.55
price actual
0.46
generation hydro pumped storage consumption
-0.42
generation wind onshore
-0.40
generation other renewable
0.33
generation fossil oil
0.31
generation waste
0.28
generation hydro run-of-river and poundage
-0.27
wind_speed_Madrid
-0.11
generation nuclear
-0.11
temp_spain
0.11
humidity_Madrid_Seville
-0.11
wind_deg_Valencia
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.13
rain_1h_ Barcelona
0.06
MOST FREQUENT VALUES
4180.0
24
0.1%
3993.0
24
0.1%
4227.0
21
0.1%
3856.0
21
0.1%
4082.0
20
0.1%
4124.0
20
0.1%
4140.0
20
0.1%
4302.0
20
0.1%
4493.0
20
0.1%
3881.0
20
0.1%
3969.0
20
0.1%
4464.0
19
0.1%
4216.0
19
0.1%
4450.0
19
0.1%
4358.0
19
0.1%
SMALLEST VALUES
0.0
1
0.0%
1518.0
1
0.0%
1521.0
1
0.0%
1533.0
1
0.0%
1563.0
1
0.0%
1602.0
1
0.0%
1607.0
1
0.0%
1609.0
1
0.0%
1612.0
1
0.0%
1618.0
1
0.0%
1635.0
1
0.0%
1641.0
1
0.0%
1643.0
1
0.0%
1652.0
1
0.0%
1656.0
1
0.0%
LARGEST VALUES
20034.0
1
0.0%
20023.0
1
0.0%
20019.0
1
0.0%
19821.0
1
0.0%
19458.0
1
0.0%
18981.0
1
0.0%
18872.0
1
0.0%
18847.0
1
0.0%
18613.0
2
0.0%
18488.0
1
0.0%
18313.0
1
0.0%
18284.0
1
0.0%
18264.0
1
0.0%
18218.0
1
0.0%
18169.0
1
0.0%
generation fossil oil
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total load actual
0.50
generation biomass
0.46
generation fossil coal
0.43
generation other
0.37
generation hydro pumped storage consumption
-0.33
generation fossil gas
0.31
price actual
0.29
generation waste
-0.18
generation hydro water reservoir
0.16
humidity_Madrid_Seville
-0.13
generation other renewable
-0.12
pressure_Bilbao
0.11
generation hydro run-of-river and poundage
-0.11
temp_spain
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.04
rain_1h_Bilbao
0.04
MOST FREQUENT VALUES
303.0
335
1.0%
309.0
328
0.9%
304.0
326
0.9%
300.0
323
0.9%
308.0
320
0.9%
315.0
319
0.9%
299.0
319
0.9%
317.0
316
0.9%
302.0
313
0.9%
297.0
312
0.9%
311.0
311
0.9%
320.0
310
0.9%
316.0
308
0.9%
321.0
307
0.9%
306.0
305
0.9%
SMALLEST VALUES
0.0
3
0.0%
44.0
1
0.0%
87.0
1
0.0%
106.0
3
0.0%
107.0
2
0.0%
112.0
1
0.0%
117.0
2
0.0%
118.0
1
0.0%
122.0
1
0.0%
129.0
1
0.0%
130.0
1
0.0%
131.0
1
0.0%
136.0
2
0.0%
137.0
4
0.0%
138.0
2
0.0%
LARGEST VALUES
449.0
1
0.0%
445.0
4
0.0%
444.0
1
0.0%
442.0
6
0.0%
441.0
8
0.0%
440.0
5
0.0%
439.0
4
0.0%
438.0
9
0.0%
437.0
9
0.0%
436.0
8
0.0%
435.0
9
0.0%
434.0
22
0.1%
433.0
12
0.0%
432.0
23
0.1%
431.0
20
0.1%
generation hydro pumped storage consumption
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
total load actual
-0.56
price actual
-0.43
generation fossil gas
-0.42
generation fossil coal
-0.41
generation wind onshore
0.39
generation fossil oil
-0.33
generation other renewable
-0.27
generation hydro water reservoir
-0.23
temp_spain
-0.23
humidity_Madrid_Seville
0.22
generation solar
-0.21
generation waste
-0.19
wind_deg_Valencia
0.13
wind_deg_ Barcelona
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.07
rain_1h_ Barcelona
0.02
MOST FREQUENT VALUES
0.0
12,607
36.0%
1.0
1,641
4.7%
2.0
300
0.9%
3.0
184
0.5%
54.0
130
0.4%
4.0
130
0.4%
5.0
128
0.4%
55.0
101
0.3%
6.0
100
0.3%
38.0
83
0.2%
7.0
74
0.2%
56.0
74
0.2%
157.0
69
0.2%
53.0
68
0.2%
156.0
64
0.2%
SMALLEST VALUES
-83.26914875172075
1
0.0%
-48.20217169665056
1
0.0%
-31.18305363579111
1
0.0%
-21.98101335548914
1
0.0%
-11.75391558250365
1
0.0%
-0.7359909463144313
1
0.0%
0.0
12,607
36.0%
1.0
1,641
4.7%
2.0
300
0.9%
3.0
184
0.5%
4.0
130
0.4%
5.0
128
0.4%
6.0
100
0.3%
6.781634149833961
1
0.0%
7.0
74
0.2%
LARGEST VALUES
4523.0
1
0.0%
4516.0
1
0.0%
4504.0
1
0.0%
4498.0
1
0.0%
4469.0
1
0.0%
4444.0
1
0.0%
4438.0
1
0.0%
4421.0
1
0.0%
4360.0
1
0.0%
4358.0
1
0.0%
4315.0
1
0.0%
4280.0
1
0.0%
4269.0
1
0.0%
4254.0
1
0.0%
4250.0
1
0.0%
generation hydro run-of-river and poundage
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation hydro water reservoir
0.65
generation fossil coal
-0.52
generation waste
-0.29
generation biomass
-0.28
generation fossil gas
-0.27
generation wind onshore
0.22
pressure_ Barcelona
-0.19
humidity_Valencia
-0.16
wind_speed_Valencia
0.15
price actual
-0.14
clouds_all_Madrid
0.13
generation other
-0.13
generation nuclear
-0.12
wind_speed_Madrid
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.09
rain_1h_ Barcelona
0.05
MOST FREQUENT VALUES
600.0
59
0.2%
632.0
58
0.2%
552.0
56
0.2%
553.0
56
0.2%
615.0
56
0.2%
560.0
55
0.2%
690.0
53
0.2%
605.0
53
0.2%
595.0
53
0.2%
631.0
53
0.2%
652.0
52
0.1%
711.0
51
0.1%
640.0
51
0.1%
731.0
51
0.1%
540.0
51
0.1%
SMALLEST VALUES
0.0
3
0.0%
283.0
1
0.0%
285.0
1
0.0%
287.0
1
0.0%
289.0
1
0.0%
291.0
2
0.0%
292.0
2
0.0%
293.0
4
0.0%
295.0
1
0.0%
297.0
1
0.0%
298.0
3
0.0%
299.0
2
0.0%
300.0
1
0.0%
301.0
1
0.0%
302.0
1
0.0%
LARGEST VALUES
2000.0
1
0.0%
1995.0
1
0.0%
1991.0
1
0.0%
1989.0
1
0.0%
1984.0
1
0.0%
1981.0
2
0.0%
1980.0
1
0.0%
1978.0
1
0.0%
1977.0
1
0.0%
1976.0
1
0.0%
1974.0
1
0.0%
1973.0
3
0.0%
1972.0
1
0.0%
1971.0
1
0.0%
1970.0
1
0.0%
generation hydro water reservoir
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation hydro run-of-river and poundage
0.65
total load actual
0.48
generation waste
-0.29
generation hydro pumped storage consumption
-0.23
generation fossil coal
-0.17
humidity_Valencia
-0.16
generation fossil oil
0.16
wind_speed_ Barcelona
0.11
clouds_all_Madrid
0.10
generation solar
0.09
weather_description_Seville
-0.09
weather_description_Madrid
-0.09
pressure_ Barcelona
-0.09
clouds_all_Seville
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.07
rain_1h_ Barcelona
0.04
MOST FREQUENT VALUES
801.0
26
0.1%
621.0
22
0.1%
1311.0
21
0.1%
1099.0
21
0.1%
559.0
21
0.1%
551.0
21
0.1%
752.0
20
0.1%
724.0
20
0.1%
781.0
20
0.1%
876.0
20
0.1%
544.0
19
0.1%
849.0
19
0.1%
574.0
19
0.1%
669.0
19
0.1%
540.0
19
0.1%
SMALLEST VALUES
0.0
3
0.0%
134.0
1
0.0%
151.0
1
0.0%
155.0
1
0.0%
157.0
1
0.0%
159.0
1
0.0%
161.0
1
0.0%
163.0
2
0.0%
169.0
3
0.0%
170.0
1
0.0%
171.0
1
0.0%
172.0
1
0.0%
175.0
1
0.0%
176.0
2
0.0%
177.0
1
0.0%
LARGEST VALUES
9728.0
1
0.0%
9477.0
1
0.0%
9389.0
1
0.0%
9355.0
1
0.0%
9313.0
1
0.0%
9272.0
1
0.0%
9267.0
1
0.0%
9203.0
1
0.0%
9186.0
1
0.0%
9182.0
1
0.0%
9162.0
2
0.0%
9154.0
1
0.0%
9142.0
1
0.0%
9140.0
1
0.0%
9138.0
1
0.0%
generation nuclear
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation hydro run-of-river and poundage
-0.12
generation fossil gas
-0.11
pressure_Seville
0.10
generation waste
0.09
total load actual
0.09
pressure_Madrid_Valencia
0.07
generation other renewable
-0.06
price actual
-0.05
generation hydro water reservoir
-0.05
generation wind onshore
0.05
pressure_ Barcelona
0.04
generation other
0.04
clouds_all_Valencia
0.04
humidity_Valencia
0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.06
rain_1h_Bilbao
0.04
MOST FREQUENT VALUES
7102.0
376
1.1%
7103.0
367
1.0%
7104.0
366
1.0%
7101.0
364
1.0%
7098.0
344
1.0%
7097.0
333
0.9%
7099.0
330
0.9%
7096.0
324
0.9%
7107.0
323
0.9%
7105.0
319
0.9%
7100.0
311
0.9%
7106.0
308
0.9%
7108.0
280
0.8%
7109.0
258
0.7%
7095.0
234
0.7%
SMALLEST VALUES
0.0
3
0.0%
998.0
1
0.0%
3389.082054109228
1
0.0%
3417.558940909031
1
0.0%
3466.14730645586
1
0.0%
3580.018135973323
1
0.0%
3582.7148594158857
1
0.0%
3673.44534404644
1
0.0%
3712.0
1
0.0%
3722.0
1
0.0%
3731.0
1
0.0%
3732.0
2
0.0%
3733.0
6
0.0%
3734.0
4
0.0%
3735.0
14
0.0%
LARGEST VALUES
7117.0
6
0.0%
7116.0
12
0.0%
7115.0
30
0.1%
7114.0
46
0.1%
7113.0
103
0.3%
7112.0
155
0.4%
7111.0
178
0.5%
7110.0
229
0.7%
7109.0
258
0.7%
7108.0
280
0.8%
7107.0
323
0.9%
7106.952734656766
1
0.0%
7106.0
308
0.9%
7105.0
319
0.9%
7104.0
366
1.0%
generation other
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation biomass
0.66
generation other renewable
-0.44
generation fossil oil
0.37
generation waste
-0.36
generation fossil coal
0.25
pressure_Seville
0.14
generation hydro run-of-river and poundage
-0.13
wind_deg_ Barcelona
0.11
total load actual
0.10
price actual
0.10
pressure_ Barcelona
0.10
pressure_Bilbao
0.10
wind_speed_ Barcelona
0.09
pressure_Madrid_Valencia
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.08
rain_1h_ Barcelona
0.06
MOST FREQUENT VALUES
57.0
2,288
6.5%
56.0
2,271
6.5%
55.0
2,183
6.2%
58.0
2,093
6.0%
54.0
1,775
5.1%
59.0
1,599
4.6%
53.0
1,415
4.0%
52.0
1,227
3.5%
60.0
1,060
3.0%
87.0
936
2.7%
85.0
878
2.5%
86.0
872
2.5%
84.0
828
2.4%
51.0
774
2.2%
88.0
759
2.2%
SMALLEST VALUES
0.0
4
0.0%
3.0
1
0.0%
4.0
4
0.0%
5.0
16
0.0%
6.0
57
0.2%
7.0
141
0.4%
8.0
91
0.3%
9.0
113
0.3%
10.0
152
0.4%
11.0
308
0.9%
12.0
380
1.1%
13.0
393
1.1%
14.0
358
1.0%
15.0
277
0.8%
16.0
164
0.5%
LARGEST VALUES
106.0
1
0.0%
103.0
1
0.0%
102.0
2
0.0%
101.0
3
0.0%
100.0
22
0.1%
99.0
35
0.1%
98.18950514154244
1
0.0%
98.0
42
0.1%
97.0
61
0.2%
96.0
104
0.3%
95.0
117
0.3%
94.0
200
0.6%
93.0
292
0.8%
92.0
338
1.0%
91.0
358
1.0%
generation other renewable
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation waste
0.61
generation biomass
-0.56
generation other
-0.44
generation fossil gas
0.33
generation hydro pumped storage consumption
-0.27
price actual
0.26
pressure_Madrid_Valencia
0.18
total load actual
0.18
wind_speed_ Barcelona
-0.16
pressure_Seville
-0.15
generation wind onshore
-0.14
wind_deg_ Barcelona
-0.13
generation fossil oil
-0.12
weather_description_ Barcelona
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.14
rain_1h_ Barcelona
0.06
MOST FREQUENT VALUES
94.0
990
2.8%
92.0
981
2.8%
99.0
978
2.8%
93.0
961
2.7%
96.0
954
2.7%
95.0
946
2.7%
98.0
941
2.7%
91.0
915
2.6%
90.0
896
2.6%
97.0
891
2.5%
101.0
869
2.5%
100.0
865
2.5%
89.0
824
2.3%
88.0
803
2.3%
71.0
793
2.3%
SMALLEST VALUES
0.0
3
0.0%
4.0
1
0.0%
14.0
1
0.0%
43.0
2
0.0%
45.0
1
0.0%
47.0
3
0.0%
48.0
4
0.0%
49.0
3
0.0%
50.0
12
0.0%
51.0
32
0.1%
52.0
41
0.1%
53.0
41
0.1%
54.0
46
0.1%
55.0
72
0.2%
56.0
78
0.2%
LARGEST VALUES
119.0
2
0.0%
118.0
3
0.0%
117.0
8
0.0%
116.0
12
0.0%
115.0
31
0.1%
114.0
43
0.1%
113.0
77
0.2%
112.0
120
0.3%
111.0
157
0.4%
110.0
215
0.6%
109.0
272
0.8%
108.0
325
0.9%
107.0
395
1.1%
106.0
467
1.3%
105.0
579
1.7%
generation solar
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
humidity_Valencia
-0.50
humidity_Madrid_Seville
-0.44
temp_spain
0.42
total load actual
0.40
generation hydro pumped storage consumption
-0.21
wind_speed_ Barcelona
0.20
wind_speed_Valencia
0.17
wind_speed_Bilbao
0.17
generation wind onshore
-0.17
wind_deg_Madrid
-0.11
wind_deg_ Barcelona
-0.11
clouds_all_Madrid
-0.11
wind_deg_Valencia
-0.11
generation fossil oil
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.07
rain_1h_Bilbao
0.05
MOST FREQUENT VALUES
26.0
258
0.7%
20.0
247
0.7%
23.0
236
0.7%
21.0
225
0.6%
27.0
224
0.6%
17.0
219
0.6%
18.0
209
0.6%
30.0
199
0.6%
15.0
196
0.6%
31.0
196
0.6%
24.0
195
0.6%
28.0
194
0.6%
34.0
191
0.5%
35.0
190
0.5%
25.0
190
0.5%
SMALLEST VALUES
-72.46188057510403
1
0.0%
-71.90374821512988
1
0.0%
0.0
3
0.0%
2.0
10
0.0%
3.0
30
0.1%
4.0
103
0.3%
5.0
51
0.1%
6.0
78
0.2%
7.0
50
0.1%
8.0
16
0.0%
9.0
69
0.2%
10.0
76
0.2%
11.0
69
0.2%
12.0
83
0.2%
13.0
144
0.4%
LARGEST VALUES
5792.0
2
0.0%
5781.0
1
0.0%
5779.0
1
0.0%
5775.0
1
0.0%
5767.0
1
0.0%
5744.0
1
0.0%
5742.0
1
0.0%
5736.0
1
0.0%
5714.0
1
0.0%
5684.0
1
0.0%
5682.0
1
0.0%
5680.0
1
0.0%
5676.0
2
0.0%
5670.0
1
0.0%
5668.0
1
0.0%
generation waste
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation other renewable
0.61
generation other
-0.36
generation biomass
-0.35
generation hydro water reservoir
-0.29
generation hydro run-of-river and poundage
-0.29
generation fossil gas
0.28
generation fossil coal
0.19
generation hydro pumped storage consumption
-0.19
generation wind onshore
-0.18
generation fossil oil
-0.18
price actual
0.17
pressure_Madrid_Valencia
0.15
wind_speed_ Barcelona
-0.15
pressure_Seville
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.20
rain_1h_ Barcelona
0.08
MOST FREQUENT VALUES
317.0
405
1.2%
312.0
398
1.1%
316.0
397
1.1%
319.0
391
1.1%
314.0
387
1.1%
315.0
384
1.1%
311.0
369
1.1%
313.0
367
1.0%
318.0
364
1.0%
320.0
358
1.0%
322.0
349
1.0%
321.0
342
1.0%
309.0
340
1.0%
310.0
336
1.0%
307.0
335
1.0%
SMALLEST VALUES
0.0
3
0.0%
39.0
1
0.0%
84.0
1
0.0%
85.0
1
0.0%
86.0
2
0.0%
87.0
1
0.0%
88.0
1
0.0%
90.0
3
0.0%
92.0
2
0.0%
100.0
1
0.0%
105.0
1
0.0%
106.0
3
0.0%
107.0
5
0.0%
108.0
2
0.0%
109.0
2
0.0%
LARGEST VALUES
357.0
1
0.0%
356.0
1
0.0%
355.0
5
0.0%
354.0
5
0.0%
353.0
5
0.0%
351.0
13
0.0%
350.0
21
0.1%
349.0
17
0.0%
348.0
24
0.1%
347.0
29
0.1%
346.0
37
0.1%
345.0
59
0.2%
344.0
48
0.1%
343.0
77
0.2%
342.0
64
0.2%
generation wind onshore
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation fossil coal
-0.45
generation fossil gas
-0.40
generation hydro pumped storage consumption
0.39
wind_speed_Madrid
0.30
wind_speed_Valencia
0.27
wind_speed_Bilbao
0.23
generation hydro run-of-river and poundage
0.22
pressure_ Barcelona
-0.22
price actual
-0.22
generation waste
-0.18
generation solar
-0.17
humidity_Valencia
-0.16
wind_speed_Seville
0.16
wind_deg_Bilbao
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.22
rain_1h_ Barcelona
0.06
MOST FREQUENT VALUES
2845.0
15
0.0%
3932.0
15
0.0%
2422.0
14
0.0%
2590.0
14
0.0%
3488.0
13
0.0%
3209.0
13
0.0%
3973.0
12
0.0%
3330.0
12
0.0%
1981.0
12
0.0%
1610.0
12
0.0%
2514.0
12
0.0%
3717.0
12
0.0%
3966.0
12
0.0%
4171.0
12
0.0%
5293.0
12
0.0%
SMALLEST VALUES
0.0
3
0.0%
234.0
1
0.0%
243.0
1
0.0%
251.0
1
0.0%
255.0
1
0.0%
259.0
1
0.0%
260.0
1
0.0%
265.0
1
0.0%
273.0
1
0.0%
279.0
1
0.0%
281.0
1
0.0%
285.0
2
0.0%
286.0
1
0.0%
295.0
1
0.0%
296.0
1
0.0%
LARGEST VALUES
17436.0
1
0.0%
17344.0
1
0.0%
17321.0
1
0.0%
17287.0
1
0.0%
17256.0
1
0.0%
17125.0
1
0.0%
17077.0
1
0.0%
17021.0
1
0.0%
17007.0
1
0.0%
16936.0
1
0.0%
16931.0
1
0.0%
16909.0
1
0.0%
16882.0
1
0.0%
16603.0
1
0.0%
16583.0
1
0.0%
total load actual
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation hydro pumped storage consumption
-0.56
generation fossil gas
0.55
generation fossil oil
0.50
generation hydro water reservoir
0.48
price actual
0.44
generation solar
0.40
generation fossil coal
0.39
humidity_Valencia
-0.31
humidity_Madrid_Seville
-0.26
temp_spain
0.21
generation other renewable
0.18
wind_speed_Bilbao
0.16
wind_speed_Valencia
0.16
wind_speed_Seville
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.06
rain_1h_ Barcelona
0.04
MOST FREQUENT VALUES
23665.0
12
0.0%
30960.0
10
0.0%
33176.0
10
0.0%
32023.0
10
0.0%
29537.0
9
0.0%
31653.0
9
0.0%
30948.0
9
0.0%
25043.0
9
0.0%
23000.0
9
0.0%
31385.0
9
0.0%
22967.0
8
0.0%
29498.0
8
0.0%
28699.0
8
0.0%
29529.0
8
0.0%
23310.0
8
0.0%
SMALLEST VALUES
18041.0
1
0.0%
18054.0
1
0.0%
18178.0
1
0.0%
18179.0
1
0.0%
18234.0
1
0.0%
18253.0
1
0.0%
18279.0
1
0.0%
18310.0
1
0.0%
18352.0
1
0.0%
18380.0
1
0.0%
18472.0
1
0.0%
18512.0
1
0.0%
18522.0
1
0.0%
18539.0
1
0.0%
18541.0
1
0.0%
LARGEST VALUES
41015.0
1
0.0%
40939.0
1
0.0%
40916.0
1
0.0%
40900.0
1
0.0%
40693.0
1
0.0%
40620.0
1
0.0%
40324.0
1
0.0%
40306.0
1
0.0%
40295.0
1
0.0%
40241.0
1
0.0%
40239.0
1
0.0%
40234.0
1
0.0%
40232.0
1
0.0%
40207.0
1
0.0%
40144.0
1
0.0%
temp_spain
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
humidity_Madrid_Seville
-0.76
generation solar
0.42
pressure_Seville
-0.36
wind_deg_Valencia
-0.30
humidity_Valencia
-0.29
clouds_all_Madrid
-0.24
generation hydro pumped storage consumption
-0.23
wind_deg_Seville
0.21
total load actual
0.21
clouds_all_Seville
-0.18
wind_deg_ Barcelona
-0.17
weather_description_Seville
0.16
generation wind onshore
-0.14
weather_description_Madrid
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.18
rain_1h_ Barcelona
0.13
MOST FREQUENT VALUES
294.548
45
0.1%
284.604
9
0.0%
294.904
9
0.0%
286.11800000000005
9
0.0%
287.01599999999996
8
0.0%
288.554
8
0.0%
286.27
8
0.0%
287.146
8
0.0%
287.274
8
0.0%
288.462
8
0.0%
285.66
8
0.0%
287.69399999999996
8
0.0%
292.008
8
0.0%
285.754
7
0.0%
284.16400000000004
7
0.0%
SMALLEST VALUES
271.94186252
1
0.0%
272.006
1
0.0%
272.024
1
0.0%
272.0584
1
0.0%
272.08946876
1
0.0%
272.0991375
1
0.0%
272.1459
1
0.0%
272.174
1
0.0%
272.21799999999996
3
0.0%
272.23199999999997
1
0.0%
272.29800000000006
1
0.0%
272.34659999999997
1
0.0%
272.4914625
1
0.0%
272.51270000000005
1
0.0%
272.83273752
1
0.0%
LARGEST VALUES
309.26599999999996
1
0.0%
309.20799999999997
1
0.0%
309.186
1
0.0%
309.09400000000005
1
0.0%
309.07
1
0.0%
309.058
1
0.0%
308.988
1
0.0%
308.95200000000006
1
0.0%
308.76800000000003
1
0.0%
308.7
1
0.0%
308.672
1
0.0%
308.66600000000005
1
0.0%
308.658
1
0.0%
308.642
1
0.0%
308.616
1
0.0%
pressure_ Barcelona
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_Seville
0.59
pressure_Bilbao
0.58
wind_speed_Madrid
-0.43
wind_deg_Seville
-0.42
wind_speed_Valencia
-0.38
pressure_Madrid_Valencia
0.33
clouds_all_Bilbao
-0.30
price actual
0.25
clouds_all_Madrid
-0.25
wind_speed_Bilbao
-0.24
humidity_Valencia
0.23
clouds_all_Seville
-0.23
generation wind onshore
-0.22
wind_speed_Seville
-0.22

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.28
rain_1h_ Barcelona
0.17
MOST FREQUENT VALUES
1017.0
2,597
7.4%
1016.0
2,553
7.3%
1018.0
2,514
7.2%
1019.0
2,296
6.5%
1020.0
2,276
6.5%
1015.0
2,171
6.2%
1021.0
1,874
5.3%
1014.0
1,871
5.3%
1013.0
1,564
4.5%
1022.0
1,378
3.9%
1012.0
1,287
3.7%
1023.0
1,056
3.0%
1024.0
953
2.7%
1011.0
882
2.5%
1025.0
802
2.3%
SMALLEST VALUES
977.0
1
0.0%
982.0
4
0.0%
983.0
3
0.0%
984.0
2
0.0%
985.0
15
0.0%
986.0
9
0.0%
987.0
18
0.1%
988.0
28
0.1%
989.0
23
0.1%
990.0
30
0.1%
991.0
21
0.1%
992.0
35
0.1%
993.0
50
0.1%
994.0
57
0.2%
995.0
62
0.2%
LARGEST VALUES
1039.0
15
0.0%
1038.0
33
0.1%
1037.0
52
0.1%
1036.0
92
0.3%
1035.0
178
0.5%
1034.0
216
0.6%
1033.0
231
0.7%
1032.0
322
0.9%
1031.0
319
0.9%
1030.0
388
1.1%
1029.0
506
1.4%
1028.0
550
1.6%
1027.0
582
1.7%
1026.0
704
2.0%
1025.0
802
2.3%
pressure_Madrid_Valencia
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_Bilbao
0.58
pressure_ Barcelona
0.33
wind_deg_Seville
-0.27
clouds_all_Seville
-0.21
clouds_all_Madrid
-0.19
wind_speed_Madrid
-0.19
generation other renewable
0.18
generation waste
0.15
wind_speed_Seville
-0.14
wind_deg_Bilbao
-0.14
clouds_all_Bilbao
-0.14
wind_deg_Valencia
-0.12
clouds_all_Valencia
-0.11
wind_speed_Valencia
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.28
rain_1h_ Barcelona
0.10
MOST FREQUENT VALUES
1017.5
1,254
3.6%
1016.5
1,219
3.5%
1017.0
1,213
3.5%
1016.0
1,202
3.4%
1018.5
1,162
3.3%
1019.0
1,129
3.2%
1018.0
1,095
3.1%
1015.5
1,093
3.1%
1015.0
993
2.8%
1014.0
942
2.7%
1019.5
942
2.7%
1014.5
925
2.6%
1020.0
916
2.6%
1020.5
837
2.4%
1013.5
780
2.2%
SMALLEST VALUES
963.5
2
0.0%
964.5
5
0.0%
965.0
7
0.0%
965.0384615384615
1
0.0%
965.0769230769231
1
0.0%
965.5
21
0.1%
965.6538461538462
1
0.0%
965.6696428571429
1
0.0%
965.6923076923076
1
0.0%
965.7053571428571
1
0.0%
965.7410714285714
1
0.0%
965.8461538461538
1
0.0%
965.9107142857142
1
0.0%
965.9285714285714
1
0.0%
965.9464285714286
1
0.0%
LARGEST VALUES
1040.5
2
0.0%
1038.0
1
0.0%
1037.5
4
0.0%
1037.0
14
0.0%
1036.5
34
0.1%
1036.0
22
0.1%
1035.5
47
0.1%
1035.0
59
0.2%
1034.5
98
0.3%
1034.0
78
0.2%
1033.5
93
0.3%
1033.0
128
0.4%
1032.5
133
0.4%
1032.0
133
0.4%
1031.5
179
0.5%
humidity_Madrid_Seville
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
temp_spain
-0.76
generation solar
-0.44
humidity_Valencia
0.44
clouds_all_Madrid
0.42
clouds_all_Seville
0.37
weather_description_Seville
-0.29
wind_deg_Valencia
0.26
total load actual
-0.26
weather_description_Madrid
-0.23
generation hydro pumped storage consumption
0.22
pressure_Seville
0.21
wind_speed_Seville
-0.17
wind_deg_ Barcelona
0.16
wind_deg_Seville
-0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.12
rain_1h_Bilbao
0.12
MOST FREQUENT VALUES
90.0
807
2.3%
96.5
807
2.3%
93.0
690
2.0%
87.0
611
1.7%
84.5
491
1.4%
93.5
451
1.3%
81.5
393
1.1%
82.0
373
1.1%
87.5
355
1.0%
84.0
351
1.0%
79.0
316
0.9%
69.5
303
0.9%
76.5
292
0.8%
74.0
288
0.8%
72.0
284
0.8%
SMALLEST VALUES
10.0
1
0.0%
10.5
9
0.0%
11.0
13
0.0%
11.5
15
0.0%
12.0
13
0.0%
12.5
17
0.0%
13.0
29
0.1%
13.5
25
0.1%
14.0
48
0.1%
14.5
38
0.1%
15.0
51
0.1%
15.5
44
0.1%
16.0
66
0.2%
16.5
63
0.2%
17.0
75
0.2%
LARGEST VALUES
100.0
159
0.5%
99.5
10
0.0%
99.0
28
0.1%
98.5
21
0.1%
98.0
16
0.0%
97.5
27
0.1%
97.0
32
0.1%
96.5
807
2.3%
96.0
40
0.1%
95.5
35
0.1%
95.0
47
0.1%
94.5
66
0.2%
94.0
70
0.2%
93.5
451
1.3%
93.0
690
2.0%
wind_speed_ Barcelona
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_Valencia
0.31
wind_speed_Madrid
0.23
wind_speed_Bilbao
0.23
humidity_Valencia
-0.21
generation solar
0.20
wind_speed_Seville
0.16
generation other renewable
-0.16
generation waste
-0.15
weather_description_ Barcelona
-0.14
wind_deg_Bilbao
0.14
price actual
-0.14
wind_deg_ Barcelona
0.13
pressure_ Barcelona
-0.13
total load actual
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.07
rain_1h_ Barcelona
0.05
MOST FREQUENT VALUES
1.0
7,636
21.8%
2.0
7,164
20.4%
3.0
6,038
17.2%
4.0
4,727
13.5%
0.0
3,108
8.9%
5.0
3,021
8.6%
6.0
1,683
4.8%
7.0
833
2.4%
8.0
454
1.3%
9.0
224
0.6%
10.0
91
0.3%
11.0
41
0.1%
12.0
30
0.1%
13.0
12
0.0%
15.0
1
0.0%
SMALLEST VALUES
0.0
3,108
8.9%
1.0
7,636
21.8%
2.0
7,164
20.4%
3.0
6,038
17.2%
4.0
4,727
13.5%
5.0
3,021
8.6%
6.0
1,683
4.8%
7.0
833
2.4%
8.0
454
1.3%
9.0
224
0.6%
10.0
91
0.3%
11.0
41
0.1%
12.0
30
0.1%
13.0
12
0.0%
14.0
1
0.0%
LARGEST VALUES
15.0
1
0.0%
14.0
1
0.0%
13.0
12
0.0%
12.0
30
0.1%
11.0
41
0.1%
10.0
91
0.3%
9.0
224
0.6%
8.0
454
1.3%
7.0
833
2.4%
6.0
1,683
4.8%
5.0
3,021
8.6%
4.0
4,727
13.5%
3.0
6,038
17.2%
2.0
7,164
20.4%
1.0
7,636
21.8%
wind_deg_ Barcelona
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_Seville
0.19
temp_spain
-0.17
clouds_all_Valencia
-0.16
humidity_Madrid_Seville
0.16
generation other renewable
-0.13
wind_speed_ Barcelona
0.13
total load actual
-0.13
generation other
0.11
wind_deg_Valencia
0.11
generation solar
-0.11
pressure_Bilbao
0.10
generation hydro pumped storage consumption
0.10
wind_deg_Seville
-0.10
generation biomass
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.10
rain_1h_Bilbao
0.03
MOST FREQUENT VALUES
0
3,170
9.0%
330
1,521
4.3%
320
1,395
4.0%
280
1,352
3.9%
290
1,164
3.3%
270
1,052
3.0%
120
990
2.8%
220
816
2.3%
260
779
2.2%
250
746
2.1%
110
727
2.1%
130
720
2.1%
310
715
2.0%
240
704
2.0%
300
700
2.0%
SMALLEST VALUES
0
3,170
9.0%
1
14
0.0%
2
14
0.0%
3
10
0.0%
4
11
0.0%
5
9
0.0%
6
7
0.0%
7
21
0.1%
8
11
0.0%
9
10
0.0%
10
143
0.4%
11
16
0.0%
12
14
0.0%
13
9
0.0%
14
28
0.1%
LARGEST VALUES
360
136
0.4%
359
21
0.1%
358
9
0.0%
357
17
0.0%
356
21
0.1%
355
15
0.0%
354
10
0.0%
353
15
0.0%
352
11
0.0%
351
3
0.0%
350
166
0.5%
349
21
0.1%
348
15
0.0%
347
19
0.1%
346
18
0.1%
rain_1h_ Barcelona
MISSING:
---
TOP CATEGORIES
price actual
(avg)
0.0
31,601
90%
58.1
0.3
2,080
6%
57.2
0.9
770
2%
55.8
3.0
541
2%
49.3
12.0
72
0%
54.9
ALL
35,064
100%
57.9
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
rain_1h_ Barcelona
PROVIDES INFORMATION ON...
rain_1h_Bilbao
0.01

THESE FEATURES
GIVE INFORMATION
ON rain_1h_ Barcelona:
rain_1h_Bilbao
0.02

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
CORRELATION RATIO WITH...
clouds_all_Valencia
0.18
pressure_ Barcelona
0.17
weather_description_ Barcelona
0.15
pressure_Seville
0.15
pressure_Bilbao
0.14
clouds_all_Madrid
0.13
temp_spain
0.13
humidity_Madrid_Seville
0.12
clouds_all_Bilbao
0.11
wind_deg_ Barcelona
0.10
pressure_Madrid_Valencia
0.10
humidity_Valencia
0.10
weather_description_Madrid
0.10
clouds_all_Seville
0.10
weather_description_ Barcelona
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clouds_all_Valencia
-0.17
pressure_Seville
0.15
wind_speed_ Barcelona
-0.14
pressure_ Barcelona
0.13
wind_speed_Bilbao
-0.11
clouds_all_Madrid
-0.11
wind_speed_Valencia
-0.10
weather_description_Madrid
0.10
wind_speed_Madrid
-0.10
temp_spain
-0.10
generation solar
-0.10
generation other renewable
0.09
wind_deg_Seville
-0.09
price actual
0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.15
rain_1h_Bilbao
0.03
MOST FREQUENT VALUES
23
14,758
42.1%
2
9,501
27.1%
21
3,423
9.8%
0
2,659
7.6%
11
1,877
5.4%
14
566
1.6%
5
525
1.5%
15
525
1.5%
13
363
1.0%
10
147
0.4%
19
138
0.4%
8
136
0.4%
18
109
0.3%
30
72
0.2%
3
59
0.2%
SMALLEST VALUES
0
2,659
7.6%
1
38
0.1%
2
9,501
27.1%
3
59
0.2%
4
2
0.0%
5
525
1.5%
6
13
0.0%
7
2
0.0%
8
136
0.4%
9
1
0.0%
10
147
0.4%
11
1,877
5.4%
12
7
0.0%
13
363
1.0%
14
566
1.6%
LARGEST VALUES
30
72
0.2%
29
26
0.1%
28
8
0.0%
27
4
0.0%
26
38
0.1%
25
4
0.0%
24
1
0.0%
23
14,758
42.1%
22
57
0.2%
21
3,423
9.8%
20
2
0.0%
19
138
0.4%
18
109
0.3%
17
2
0.0%
16
1
0.0%
pressure_Bilbao
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_Madrid_Valencia
0.58
pressure_ Barcelona
0.58
pressure_Seville
0.39
wind_deg_Seville
-0.35
clouds_all_Madrid
-0.34
clouds_all_Seville
-0.33
wind_speed_Madrid
-0.26
weather_description_Seville
0.21
weather_description_Madrid
0.20
price actual
0.19
wind_speed_Seville
-0.17
generation biomass
0.16
wind_speed_Bilbao
-0.15
clouds_all_Valencia
-0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.14
rain_1h_Bilbao
0.10
MOST FREQUENT VALUES
1021.0
1,973
5.6%
1019.0
1,973
5.6%
1018.0
1,928
5.5%
1023.0
1,836
5.2%
1017.0
1,819
5.2%
1020.0
1,811
5.2%
1022.0
1,805
5.1%
1024.0
1,554
4.4%
1016.0
1,514
4.3%
1015.0
1,415
4.0%
1025.0
1,319
3.8%
1014.0
1,184
3.4%
1026.0
1,152
3.3%
1013.0
1,054
3.0%
1012.0
902
2.6%
SMALLEST VALUES
961.0
1
0.0%
969.0
2
0.0%
970.0
1
0.0%
971.0
3
0.0%
972.0
6
0.0%
973.0
13
0.0%
974.0
18
0.1%
975.0
34
0.1%
976.0
13
0.0%
977.0
15
0.0%
978.0
19
0.1%
979.0
23
0.1%
980.0
23
0.1%
981.0
18
0.1%
982.0
13
0.0%
LARGEST VALUES
1042.0
9
0.0%
1041.0
28
0.1%
1040.0
34
0.1%
1039.0
69
0.2%
1038.0
100
0.3%
1037.0
108
0.3%
1036.0
193
0.6%
1035.0
213
0.6%
1034.0
261
0.7%
1033.0
346
1.0%
1032.0
301
0.9%
1031.0
413
1.2%
1030.0
569
1.6%
1029.0
603
1.7%
1028.0
656
1.9%
wind_speed_Bilbao
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_deg_Bilbao
0.40
wind_speed_Valencia
0.35
wind_speed_Madrid
0.33
humidity_Valencia
-0.26
pressure_ Barcelona
-0.24
wind_speed_ Barcelona
0.23
generation wind onshore
0.23
clouds_all_Madrid
0.21
wind_speed_Seville
0.20
weather_description_Madrid
-0.19
generation solar
0.17
total load actual
0.16
pressure_Bilbao
-0.15
wind_deg_Seville
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.08
rain_1h_ Barcelona
0.04
MOST FREQUENT VALUES
1.0
13,402
38.2%
0.0
6,099
17.4%
2.0
5,372
15.3%
3.0
3,915
11.2%
4.0
2,815
8.0%
5.0
1,531
4.4%
6.0
835
2.4%
7.0
515
1.5%
8.0
263
0.8%
9.0
157
0.4%
10.0
81
0.2%
11.0
43
0.1%
12.0
28
0.1%
13.0
5
0.0%
15.0
2
0.0%
SMALLEST VALUES
0.0
6,099
17.4%
1.0
13,402
38.2%
2.0
5,372
15.3%
3.0
3,915
11.2%
4.0
2,815
8.0%
5.0
1,531
4.4%
6.0
835
2.4%
7.0
515
1.5%
8.0
263
0.8%
9.0
157
0.4%
10.0
81
0.2%
11.0
43
0.1%
12.0
28
0.1%
13.0
5
0.0%
14.0
1
0.0%
LARGEST VALUES
15.0
2
0.0%
14.0
1
0.0%
13.0
5
0.0%
12.0
28
0.1%
11.0
43
0.1%
10.0
81
0.2%
9.0
157
0.4%
8.0
263
0.8%
7.0
515
1.5%
6.0
835
2.4%
5.0
1,531
4.4%
4.0
2,815
8.0%
3.0
3,915
11.2%
2.0
5,372
15.3%
1.0
13,402
38.2%
wind_deg_Bilbao
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_Bilbao
0.40
clouds_all_Bilbao
0.22
wind_speed_Madrid
0.21
wind_speed_Valencia
0.21
humidity_Valencia
-0.20
pressure_ Barcelona
-0.19
generation wind onshore
0.15
wind_deg_Seville
0.14
pressure_Madrid_Valencia
-0.14
wind_speed_ Barcelona
0.14
price actual
-0.10
wind_speed_Seville
0.10
humidity_Madrid_Seville
-0.09
generation waste
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.22
rain_1h_ Barcelona
0.04
MOST FREQUENT VALUES
0
7,112
20.3%
320
1,146
3.3%
300
1,119
3.2%
330
1,038
3.0%
310
1,012
2.9%
110
984
2.8%
100
850
2.4%
120
831
2.4%
130
805
2.3%
290
765
2.2%
340
683
1.9%
140
609
1.7%
90
560
1.6%
350
433
1.2%
150
397
1.1%
SMALLEST VALUES
0
7,112
20.3%
1
26
0.1%
2
25
0.1%
3
14
0.0%
4
37
0.1%
5
22
0.1%
6
23
0.1%
7
26
0.1%
8
25
0.1%
9
31
0.1%
10
340
1.0%
11
27
0.1%
12
22
0.1%
13
26
0.1%
14
21
0.1%
LARGEST VALUES
360
377
1.1%
359
10
0.0%
358
29
0.1%
357
19
0.1%
356
26
0.1%
355
29
0.1%
354
17
0.0%
353
26
0.1%
352
28
0.1%
351
32
0.1%
350
433
1.2%
349
29
0.1%
348
28
0.1%
347
20
0.1%
346
36
0.1%
rain_1h_Bilbao
MISSING:
---
TOP CATEGORIES
price actual
(avg)
0.0
27,858
79%
58.6
0.3
5,221
15%
55.2
0.9
1,592
5%
54.5
3.0
393
1%
53.1
ALL
35,064
100%
57.9
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
rain_1h_Bilbao
PROVIDES INFORMATION ON...
rain_1h_ Barcelona
0.02

THESE FEATURES
GIVE INFORMATION
ON rain_1h_Bilbao:
rain_1h_ Barcelona
0.01

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
CORRELATION RATIO WITH...
clouds_all_Bilbao
0.45
pressure_Madrid_Valencia
0.28
pressure_ Barcelona
0.28
wind_speed_Madrid
0.23
wind_deg_Bilbao
0.22
generation wind onshore
0.22
wind_speed_Valencia
0.21
generation waste
0.20
temp_spain
0.18
clouds_all_Madrid
0.17
wind_deg_Valencia
0.17
wind_deg_Seville
0.16
generation other renewable
0.14
generation biomass
0.13
clouds_all_Bilbao
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
weather_description_Bilbao
-0.53
pressure_ Barcelona
-0.30
wind_deg_Bilbao
0.22
wind_speed_Madrid
0.20
wind_speed_Valencia
0.17
wind_deg_Seville
0.14
pressure_Madrid_Valencia
-0.14
generation wind onshore
0.13
price actual
-0.13
wind_deg_Valencia
0.11
humidity_Valencia
-0.11
generation fossil coal
-0.10
clouds_all_Madrid
0.08
generation hydro run-of-river and poundage
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.45
rain_1h_ Barcelona
0.11
MOST FREQUENT VALUES
75
9,988
28.5%
0
8,580
24.5%
20
4,251
12.1%
40
3,715
10.6%
92
2,076
5.9%
90
818
2.3%
88
447
1.3%
8
366
1.0%
12
291
0.8%
32
253
0.7%
80
235
0.7%
68
203
0.6%
76
196
0.6%
24
180
0.5%
56
179
0.5%
SMALLEST VALUES
0
8,580
24.5%
2
46
0.1%
3
1
0.0%
4
85
0.2%
5
46
0.1%
6
73
0.2%
8
366
1.0%
9
9
0.0%
10
139
0.4%
11
1
0.0%
12
291
0.8%
13
31
0.1%
14
26
0.1%
15
1
0.0%
16
83
0.2%
LARGEST VALUES
100
73
0.2%
97
2
0.0%
94
2
0.0%
92
2,076
5.9%
91
9
0.0%
90
818
2.3%
89
64
0.2%
88
447
1.3%
87
4
0.0%
86
80
0.2%
85
14
0.0%
84
136
0.4%
83
108
0.3%
82
53
0.2%
81
47
0.1%
weather_description_Bilbao
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clouds_all_Bilbao
-0.53
pressure_ Barcelona
0.14
wind_speed_Madrid
-0.09
wind_speed_Valencia
-0.09
wind_deg_Bilbao
-0.08
humidity_Valencia
0.08
pressure_Seville
0.08
weather_description_ Barcelona
0.06
wind_deg_Seville
-0.06
generation hydro run-of-river and poundage
-0.06
pressure_Bilbao
-0.05
generation fossil coal
0.05
generation wind onshore
-0.05
wind_speed_ Barcelona
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.13
rain_1h_ Barcelona
0.03
MOST FREQUENT VALUES
26
8,451
24.1%
0
7,424
21.2%
11
4,961
14.1%
2
4,478
12.8%
24
4,169
11.9%
16
1,427
4.1%
15
1,213
3.5%
3
925
2.6%
17
639
1.8%
6
377
1.1%
8
243
0.7%
10
163
0.5%
25
118
0.3%
14
79
0.2%
28
66
0.2%
SMALLEST VALUES
0
7,424
21.2%
1
60
0.2%
2
4,478
12.8%
3
925
2.6%
4
61
0.2%
5
4
0.0%
6
377
1.1%
7
14
0.0%
8
243
0.7%
9
40
0.1%
10
163
0.5%
11
4,961
14.1%
12
8
0.0%
13
1
0.0%
14
79
0.2%
LARGEST VALUES
31
20
0.1%
30
17
0.0%
29
4
0.0%
28
66
0.2%
27
18
0.1%
26
8,451
24.1%
25
118
0.3%
24
4,169
11.9%
23
4
0.0%
22
8
0.0%
21
1
0.0%
20
47
0.1%
19
23
0.1%
18
1
0.0%
17
639
1.8%
wind_speed_Madrid
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_Valencia
0.47
pressure_ Barcelona
-0.43
wind_speed_Seville
0.37
wind_speed_Bilbao
0.33
wind_deg_Seville
0.30
generation wind onshore
0.30
humidity_Valencia
-0.27
pressure_Bilbao
-0.26
price actual
-0.25
wind_deg_Madrid
0.24
wind_speed_ Barcelona
0.23
clouds_all_Madrid
0.22
wind_deg_Bilbao
0.21
clouds_all_Bilbao
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.23
rain_1h_ Barcelona
0.09
MOST FREQUENT VALUES
1.0
12,052
34.4%
2.0
7,751
22.1%
3.0
4,483
12.8%
4.0
3,004
8.6%
0.0
2,587
7.4%
5.0
2,151
6.1%
6.0
1,331
3.8%
7.0
825
2.4%
8.0
451
1.3%
9.0
251
0.7%
10.0
94
0.3%
11.0
50
0.1%
12.0
18
0.1%
13.0
6
0.0%
14.0
4
0.0%
SMALLEST VALUES
0.0
2,587
7.4%
1.0
12,052
34.4%
2.0
7,751
22.1%
3.0
4,483
12.8%
4.0
3,004
8.6%
5.0
2,151
6.1%
6.0
1,331
3.8%
7.0
825
2.4%
8.0
451
1.3%
9.0
251
0.7%
10.0
94
0.3%
11.0
50
0.1%
12.0
18
0.1%
13.0
6
0.0%
14.0
4
0.0%
LARGEST VALUES
18.0
1
0.0%
17.0
2
0.0%
15.0
3
0.0%
14.0
4
0.0%
13.0
6
0.0%
12.0
18
0.1%
11.0
50
0.1%
10.0
94
0.3%
9.0
251
0.7%
8.0
451
1.3%
7.0
825
2.4%
6.0
1,331
3.8%
5.0
2,151
6.1%
4.0
3,004
8.6%
3.0
4,483
12.8%
wind_deg_Madrid
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_Madrid
0.24
pressure_ Barcelona
-0.15
wind_deg_Seville
0.13
wind_speed_Valencia
0.11
generation solar
-0.11
price actual
-0.08
temp_spain
-0.08
wind_deg_Valencia
0.08
generation wind onshore
0.08
wind_speed_Bilbao
0.07
generation fossil gas
-0.06
generation hydro pumped storage consumption
0.06
wind_deg_ Barcelona
0.06
clouds_all_Bilbao
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.08
rain_1h_ Barcelona
0.02
MOST FREQUENT VALUES
0
4,439
12.7%
360
1,721
4.9%
350
1,646
4.7%
340
1,238
3.5%
220
1,074
3.1%
230
1,054
3.0%
10
1,014
2.9%
240
934
2.7%
210
850
2.4%
330
750
2.1%
200
714
2.0%
180
705
2.0%
250
663
1.9%
20
633
1.8%
190
628
1.8%
SMALLEST VALUES
0
4,439
12.7%
1
13
0.0%
2
12
0.0%
3
14
0.0%
4
20
0.1%
5
27
0.1%
6
25
0.1%
7
24
0.1%
8
18
0.1%
9
23
0.1%
10
1,014
2.9%
11
19
0.1%
12
10
0.0%
13
65
0.2%
14
19
0.1%
LARGEST VALUES
360
1,721
4.9%
359
10
0.0%
358
8
0.0%
357
15
0.0%
356
12
0.0%
355
34
0.1%
354
5
0.0%
353
28
0.1%
352
9
0.0%
351
11
0.0%
350
1,646
4.7%
349
17
0.0%
348
17
0.0%
347
9
0.0%
346
16
0.0%
clouds_all_Madrid
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
weather_description_Madrid
-0.63
clouds_all_Seville
0.47
humidity_Madrid_Seville
0.42
pressure_Bilbao
-0.34
weather_description_Seville
-0.34
clouds_all_Valencia
0.28
pressure_ Barcelona
-0.25
temp_spain
-0.24
wind_speed_Madrid
0.22
wind_speed_Bilbao
0.21
wind_speed_Valencia
0.21
pressure_Madrid_Valencia
-0.19
wind_speed_Seville
0.17
generation hydro run-of-river and poundage
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.17
rain_1h_ Barcelona
0.13
MOST FREQUENT VALUES
0
20,026
57.1%
20
3,998
11.4%
75
3,559
10.2%
40
2,738
7.8%
90
926
2.6%
92
431
1.2%
8
270
0.8%
12
221
0.6%
24
190
0.5%
32
176
0.5%
48
166
0.5%
76
160
0.5%
36
158
0.5%
88
153
0.4%
68
148
0.4%
SMALLEST VALUES
0
20,026
57.1%
2
26
0.1%
3
2
0.0%
4
80
0.2%
5
26
0.1%
6
50
0.1%
7
1
0.0%
8
270
0.8%
9
4
0.0%
10
101
0.3%
12
221
0.6%
13
15
0.0%
14
22
0.1%
15
1
0.0%
16
37
0.1%
LARGEST VALUES
100
26
0.1%
96
1
0.0%
95
2
0.0%
92
431
1.2%
91
10
0.0%
90
926
2.6%
89
8
0.0%
88
153
0.4%
87
3
0.0%
86
12
0.0%
85
1
0.0%
84
20
0.1%
83
38
0.1%
82
25
0.1%
81
6
0.0%
weather_description_Madrid
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clouds_all_Madrid
-0.63
clouds_all_Seville
-0.28
humidity_Madrid_Seville
-0.23
weather_description_Seville
0.23
pressure_Bilbao
0.20
clouds_all_Valencia
-0.19
wind_speed_Valencia
-0.19
wind_speed_Madrid
-0.19
pressure_ Barcelona
0.19
wind_speed_Bilbao
-0.19
temp_spain
0.13
wind_speed_Seville
-0.11
wind_deg_Seville
-0.11
generation hydro run-of-river and poundage
-0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.12
rain_1h_ Barcelona
0.10
MOST FREQUENT VALUES
23
20,352
58.0%
2
4,208
12.0%
21
3,054
8.7%
0
2,888
8.2%
11
1,356
3.9%
14
615
1.8%
15
592
1.7%
16
493
1.4%
3
466
1.3%
8
299
0.9%
17
182
0.5%
10
118
0.3%
18
101
0.3%
1
82
0.2%
22
77
0.2%
SMALLEST VALUES
0
2,888
8.2%
1
82
0.2%
2
4,208
12.0%
3
466
1.3%
4
16
0.0%
5
2
0.0%
6
47
0.1%
7
9
0.0%
8
299
0.9%
9
2
0.0%
10
118
0.3%
11
1,356
3.9%
12
7
0.0%
13
16
0.0%
14
615
1.8%
LARGEST VALUES
29
7
0.0%
28
4
0.0%
27
1
0.0%
26
51
0.1%
25
13
0.0%
24
2
0.0%
23
20,352
58.0%
22
77
0.2%
21
3,054
8.7%
20
2
0.0%
19
2
0.0%
18
101
0.3%
17
182
0.5%
16
493
1.4%
15
592
1.7%
pressure_Seville
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_ Barcelona
0.59
pressure_Bilbao
0.39
temp_spain
-0.36
wind_deg_Seville
-0.26
humidity_Madrid_Seville
0.21
wind_speed_Seville
-0.21
clouds_all_Valencia
-0.19
wind_deg_ Barcelona
0.19
wind_speed_Madrid
-0.18
wind_deg_Valencia
0.17
generation other renewable
-0.15
weather_description_ Barcelona
0.15
generation other
0.14
clouds_all_Seville
-0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.15
rain_1h_Bilbao
0.06
MOST FREQUENT VALUES
1015.0
2,729
7.8%
1016.0
2,661
7.6%
1014.0
2,544
7.3%
1017.0
2,127
6.1%
1013.0
2,100
6.0%
1018.0
1,943
5.5%
1019.0
1,762
5.0%
1020.0
1,449
4.1%
1012.0
1,445
4.1%
1021.0
1,436
4.1%
1022.0
1,365
3.9%
1024.0
1,320
3.8%
1023.0
1,301
3.7%
1025.0
1,166
3.3%
1026.0
1,006
2.9%
SMALLEST VALUES
986.0
1
0.0%
987.0
5
0.0%
988.0
2
0.0%
989.0
1
0.0%
990.0
3
0.0%
991.0
1
0.0%
992.0
1
0.0%
993.0
4
0.0%
994.0
11
0.0%
995.0
17
0.0%
996.0
15
0.0%
997.0
9
0.0%
998.0
25
0.1%
999.0
41
0.1%
1000.0
57
0.2%
LARGEST VALUES
1048.0
5
0.0%
1047.0
4
0.0%
1046.0
10
0.0%
1045.0
19
0.1%
1044.0
16
0.0%
1043.0
20
0.1%
1042.0
18
0.1%
1041.0
13
0.0%
1040.0
23
0.1%
1039.0
54
0.2%
1038.0
41
0.1%
1037.0
42
0.1%
1036.0
87
0.2%
1035.0
140
0.4%
1034.0
187
0.5%
wind_speed_Seville
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_Madrid
0.37
wind_speed_Valencia
0.27
wind_deg_Seville
0.26
pressure_ Barcelona
-0.22
pressure_Seville
-0.21
wind_speed_Bilbao
0.20
humidity_Valencia
-0.19
clouds_all_Madrid
0.17
humidity_Madrid_Seville
-0.17
pressure_Bilbao
-0.17
generation wind onshore
0.16
wind_speed_ Barcelona
0.16
pressure_Madrid_Valencia
-0.14
total load actual
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.10
rain_1h_ Barcelona
0.06
MOST FREQUENT VALUES
1.0
9,911
28.3%
2.0
7,601
21.7%
3.0
5,671
16.2%
4.0
3,814
10.9%
0.0
3,120
8.9%
5.0
2,284
6.5%
6.0
1,392
4.0%
7.0
706
2.0%
8.0
338
1.0%
9.0
115
0.3%
10.0
58
0.2%
11.0
24
0.1%
12.0
22
0.1%
14.0
5
0.0%
13.0
2
0.0%
SMALLEST VALUES
0.0
3,120
8.9%
1.0
9,911
28.3%
2.0
7,601
21.7%
3.0
5,671
16.2%
4.0
3,814
10.9%
5.0
2,284
6.5%
6.0
1,392
4.0%
7.0
706
2.0%
8.0
338
1.0%
9.0
115
0.3%
10.0
58
0.2%
11.0
24
0.1%
12.0
22
0.1%
13.0
2
0.0%
14.0
5
0.0%
LARGEST VALUES
15.0
1
0.0%
14.0
5
0.0%
13.0
2
0.0%
12.0
22
0.1%
11.0
24
0.1%
10.0
58
0.2%
9.0
115
0.3%
8.0
338
1.0%
7.0
706
2.0%
6.0
1,392
4.0%
5.0
2,284
6.5%
4.0
3,814
10.9%
3.0
5,671
16.2%
2.0
7,601
21.7%
1.0
9,911
28.3%
wind_deg_Seville
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
pressure_ Barcelona
-0.42
pressure_Bilbao
-0.35
wind_speed_Madrid
0.30
pressure_Madrid_Valencia
-0.27
wind_speed_Seville
0.26
pressure_Seville
-0.26
temp_spain
0.21
wind_speed_Valencia
0.21
humidity_Madrid_Seville
-0.15
wind_deg_Bilbao
0.14
wind_speed_Bilbao
0.14
clouds_all_Bilbao
0.14
price actual
-0.14
wind_deg_Madrid
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.16
rain_1h_ Barcelona
0.08
MOST FREQUENT VALUES
0
3,328
9.5%
220
2,547
7.3%
230
1,587
4.5%
50
1,325
3.8%
210
1,310
3.7%
60
1,191
3.4%
40
1,076
3.1%
240
994
2.8%
30
859
2.4%
70
792
2.3%
200
786
2.2%
190
700
2.0%
260
660
1.9%
80
644
1.8%
250
637
1.8%
SMALLEST VALUES
0
3,328
9.5%
1
18
0.1%
2
18
0.1%
3
33
0.1%
4
32
0.1%
5
21
0.1%
6
8
0.0%
7
28
0.1%
8
12
0.0%
9
15
0.0%
10
326
0.9%
11
15
0.0%
12
15
0.0%
13
19
0.1%
14
35
0.1%
LARGEST VALUES
360
222
0.6%
359
20
0.1%
358
18
0.1%
357
16
0.0%
356
10
0.0%
355
10
0.0%
354
15
0.0%
353
22
0.1%
352
9
0.0%
351
12
0.0%
350
240
0.7%
349
7
0.0%
348
15
0.0%
347
10
0.0%
346
21
0.1%
clouds_all_Seville
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
weather_description_Seville
-0.60
clouds_all_Madrid
0.47
humidity_Madrid_Seville
0.37
pressure_Bilbao
-0.33
weather_description_Madrid
-0.28
pressure_ Barcelona
-0.23
pressure_Madrid_Valencia
-0.21
clouds_all_Valencia
0.20
temp_spain
-0.18
wind_speed_Madrid
0.16
pressure_Seville
-0.13
wind_speed_Seville
0.13
wind_speed_Valencia
0.12
wind_speed_Bilbao
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.10
rain_1h_ Barcelona
0.10
MOST FREQUENT VALUES
0
24,238
69.1%
20
3,038
8.7%
75
1,849
5.3%
40
1,658
4.7%
90
614
1.8%
92
492
1.4%
8
342
1.0%
12
217
0.6%
32
209
0.6%
88
175
0.5%
24
153
0.4%
36
152
0.4%
44
137
0.4%
48
134
0.4%
80
134
0.4%
SMALLEST VALUES
0
24,238
69.1%
2
16
0.0%
4
54
0.2%
5
11
0.0%
6
40
0.1%
7
1
0.0%
8
342
1.0%
9
1
0.0%
10
115
0.3%
12
217
0.6%
13
14
0.0%
14
17
0.0%
16
53
0.2%
17
4
0.0%
18
25
0.1%
LARGEST VALUES
100
14
0.0%
92
492
1.4%
91
4
0.0%
90
614
1.8%
89
11
0.0%
88
175
0.5%
87
4
0.0%
86
15
0.0%
85
3
0.0%
84
29
0.1%
83
11
0.0%
82
37
0.1%
81
6
0.0%
80
134
0.4%
79
1
0.0%
weather_description_Seville
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clouds_all_Seville
-0.60
clouds_all_Madrid
-0.34
humidity_Madrid_Seville
-0.29
weather_description_Madrid
0.23
pressure_Bilbao
0.21
clouds_all_Valencia
-0.17
pressure_ Barcelona
0.16
temp_spain
0.16
wind_speed_Madrid
-0.12
pressure_Madrid_Valencia
0.11
wind_speed_Valencia
-0.10
wind_speed_Bilbao
-0.09
pressure_Seville
0.09
generation hydro water reservoir
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.07
rain_1h_Bilbao
0.05
MOST FREQUENT VALUES
24
23,577
67.2%
3
3,057
8.7%
22
1,989
5.7%
0
1,681
4.8%
12
1,184
3.4%
14
686
2.0%
15
582
1.7%
16
518
1.5%
4
427
1.2%
5
314
0.9%
2
310
0.9%
9
147
0.4%
19
116
0.3%
23
89
0.3%
11
85
0.2%
SMALLEST VALUES
0
1,681
4.8%
1
42
0.1%
2
310
0.9%
3
3,057
8.7%
4
427
1.2%
5
314
0.9%
6
2
0.0%
7
75
0.2%
8
24
0.1%
9
147
0.4%
10
11
0.0%
11
85
0.2%
12
1,184
3.4%
13
1
0.0%
14
686
2.0%
LARGEST VALUES
30
16
0.0%
29
16
0.0%
28
9
0.0%
27
27
0.1%
26
1
0.0%
25
27
0.1%
24
23,577
67.2%
23
89
0.3%
22
1,989
5.7%
21
5
0.0%
20
44
0.1%
19
116
0.3%
18
1
0.0%
17
1
0.0%
16
518
1.5%
humidity_Valencia
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
generation solar
-0.50
humidity_Madrid_Seville
0.44
wind_speed_Valencia
-0.41
total load actual
-0.31
temp_spain
-0.29
wind_speed_Madrid
-0.27
wind_speed_Bilbao
-0.26
clouds_all_Valencia
0.24
pressure_ Barcelona
0.23
wind_speed_ Barcelona
-0.21
wind_deg_Bilbao
-0.20
wind_speed_Seville
-0.19
generation wind onshore
-0.16
generation hydro water reservoir
-0.16

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.10
rain_1h_ Barcelona
0.10
MOST FREQUENT VALUES
93
1,737
5.0%
87
1,416
4.0%
82
1,123
3.2%
78
1,105
3.2%
83
1,021
2.9%
88
969
2.8%
69
886
2.5%
77
849
2.4%
58
788
2.2%
62
763
2.2%
76
727
2.1%
100
721
2.1%
81
712
2.0%
73
688
2.0%
55
669
1.9%
SMALLEST VALUES
8
1
0.0%
10
1
0.0%
11
7
0.0%
12
4
0.0%
13
15
0.0%
14
14
0.0%
15
23
0.1%
16
23
0.1%
17
32
0.1%
18
36
0.1%
19
42
0.1%
20
54
0.2%
21
60
0.2%
22
107
0.3%
23
105
0.3%
LARGEST VALUES
100
721
2.1%
99
31
0.1%
98
57
0.2%
97
75
0.2%
96
147
0.4%
95
138
0.4%
94
217
0.6%
93
1,737
5.0%
92
182
0.5%
91
112
0.3%
90
185
0.5%
89
127
0.4%
88
969
2.8%
87
1,416
4.0%
86
262
0.7%
wind_speed_Valencia
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
wind_speed_Madrid
0.47
humidity_Valencia
-0.41
pressure_ Barcelona
-0.38
wind_speed_Bilbao
0.35
wind_speed_ Barcelona
0.31
wind_deg_Valencia
0.27
wind_speed_Seville
0.27
generation wind onshore
0.27
wind_deg_Seville
0.21
clouds_all_Madrid
0.21
wind_deg_Bilbao
0.21
weather_description_Madrid
-0.19
clouds_all_Bilbao
0.17
generation solar
0.17

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.21
rain_1h_ Barcelona
0.06
MOST FREQUENT VALUES
1.0
11,292
32.2%
2.0
6,051
17.3%
3.0
4,537
12.9%
4.0
3,670
10.5%
0.0
3,207
9.1%
5.0
2,502
7.1%
6.0
1,408
4.0%
7.0
817
2.3%
8.0
577
1.6%
9.0
388
1.1%
10.0
194
0.6%
11.0
164
0.5%
12.0
101
0.3%
14.0
33
0.1%
13.0
24
0.1%
SMALLEST VALUES
0.0
3,207
9.1%
1.0
11,292
32.2%
2.0
6,051
17.3%
3.0
4,537
12.9%
4.0
3,670
10.5%
5.0
2,502
7.1%
5.5
1
0.0%
6.0
1,408
4.0%
7.0
817
2.3%
8.0
577
1.6%
9.0
388
1.1%
10.0
194
0.6%
11.0
164
0.5%
12.0
101
0.3%
12.5
1
0.0%
LARGEST VALUES
25.0
3
0.0%
24.0
4
0.0%
22.0
10
0.0%
21.333333333333332
1
0.0%
21.0
1
0.0%
20.0
16
0.0%
19.0
8
0.0%
18.666666666666668
1
0.0%
18.0
1
0.0%
17.333333333333332
1
0.0%
17.0
19
0.1%
16.5
1
0.0%
16.0
18
0.1%
15.0
12
0.0%
14.666666666666668
1
0.0%
wind_deg_Valencia
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
temp_spain
-0.30
wind_speed_Valencia
0.27
humidity_Madrid_Seville
0.26
pressure_Seville
0.17
pressure_ Barcelona
-0.16
generation wind onshore
0.13
generation hydro pumped storage consumption
0.13
pressure_Madrid_Valencia
-0.12
clouds_all_Bilbao
0.11
wind_deg_ Barcelona
0.11
generation solar
-0.11
clouds_all_Madrid
0.10
humidity_Valencia
-0.10
wind_speed_Madrid
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_Bilbao
0.17
rain_1h_ Barcelona
0.04
MOST FREQUENT VALUES
0
6,301
18.0%
260
1,351
3.9%
80
1,156
3.3%
270
1,113
3.2%
250
1,102
3.1%
310
1,101
3.1%
320
1,071
3.1%
120
1,038
3.0%
280
1,012
2.9%
90
979
2.8%
290
946
2.7%
300
927
2.6%
70
917
2.6%
130
872
2.5%
110
727
2.1%
SMALLEST VALUES
0
6,301
18.0%
1
10
0.0%
2
25
0.1%
3
13
0.0%
4
37
0.1%
5
15
0.0%
6
19
0.1%
7
15
0.0%
8
20
0.1%
9
18
0.1%
10
136
0.4%
11
12
0.0%
12
18
0.1%
13
11
0.0%
14
16
0.0%
LARGEST VALUES
360
110
0.3%
359
16
0.0%
358
15
0.0%
357
10
0.0%
356
11
0.0%
355
15
0.0%
354
25
0.1%
353
25
0.1%
352
41
0.1%
351
24
0.1%
350
155
0.4%
349
28
0.1%
348
35
0.1%
347
23
0.1%
346
28
0.1%
clouds_all_Valencia
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)
clouds_all_Madrid
0.28
humidity_Valencia
0.24
clouds_all_Seville
0.20
weather_description_Madrid
-0.19
pressure_Seville
-0.19
weather_description_ Barcelona
-0.17
weather_description_Seville
-0.17
wind_deg_ Barcelona
-0.16
pressure_Bilbao
-0.14
wind_speed_Seville
0.12
pressure_Madrid_Valencia
-0.11
wind_speed_Madrid
0.11
humidity_Madrid_Seville
0.11
wind_speed_ Barcelona
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
rain_1h_ Barcelona
0.18
rain_1h_Bilbao
0.07
MOST FREQUENT VALUES
0
15,009
42.8%
20
10,468
29.9%
75
2,792
8.0%
40
2,777
7.9%
92
517
1.5%
8
309
0.9%
12
277
0.8%
90
276
0.8%
24
189
0.5%
10
186
0.5%
44
162
0.5%
32
158
0.5%
80
156
0.4%
88
142
0.4%
48
131
0.4%
SMALLEST VALUES
0
15,009
42.8%
2
20
0.1%
4
76
0.2%
5
20
0.1%
6
48
0.1%
8
309
0.9%
9
1
0.0%
10
186
0.5%
12
277
0.8%
13
12
0.0%
14
16
0.0%
15
3
0.0%
16
56
0.2%
17
3
0.0%
18
29
0.1%
LARGEST VALUES
100
7
0.0%
92
517
1.5%
91
3
0.0%
90
276
0.8%
89
9
0.0%
88
142
0.4%
87
2
0.0%
86
13
0.0%
84
21
0.1%
83
12
0.0%
82
18
0.1%
81
8
0.0%
80
156
0.4%
79
1
0.0%
78
17
0.0%